We use the CoNLL 2003 English [1]} and OntoNotes 5.0 English [2]} datasets. The CoNLL 2003 dataset consists of 4 high-level entity types while the OntoNotes 5.0 dataset involves 18 fine-grained entity types. An example from the OntoNotes 5.0 training set is shown below:
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